The persistent drumming from next door felt like a physical blow. Amelia slammed the book shut, the sound echoing in the silent room. She'd been trying to read, to escape for a little while, but the incessant rhythm was driving her insane. She had a headache.

She glared at the wall, imagining the source of the noise: a teenager, probably, lost in his world. She imagined a smug, dismissive gaze. She wanted to scream at someone.

She stood up abruptly, her movements jerky and sharp. She had to get away. She grabbed her keys and left, the slamming door a final, frustrated punctuation mark to her day.

Emotion: sullen

Cluster: Sadness / Despair
PC1 (Valence): -1.51 Negative
PC2 (Disposition): -0.22

Role in Research

This story is one of 1,000 stories generated for the emotion sullen. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sullen stories, after denoising with neutral dialogue baselines, produces the sullen emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sullen vector is projected through the unembedding matrix.

Promoted:
S0.404
😞0.282
’0.254
:(0.233
无法0.215
Suppressed:
de-0.539
!-0.276
la-0.263
🤩-0.225
que-0.216